build docs in Sphinx.

.gitignore

@@ -334,3 +334,4 @@ ASALocalRun/
 /tensorflowlib/linux/native/libtensorflow_framework.so
 /tensorflowlib/linux/native/libtensorflow.so
 /src/TensorFlowNET.Core/tensorflow.dll
+/docs/build

docs/Makefile

@@ -0,0 +1,19 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line.
+SPHINXOPTS    =
+SPHINXBUILD   = sphinx-build
+SOURCEDIR     = source
+BUILDDIR      = build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)

docs/make.bat

@@ -0,0 +1,35 @@
+@ECHO OFF
+
+pushd %~dp0
+
+REM Command file for Sphinx documentation
+
+if "%SPHINXBUILD%" == "" (
+	set SPHINXBUILD=sphinx-build
+)
+set SOURCEDIR=source
+set BUILDDIR=build
+
+if "%1" == "" goto help
+
+%SPHINXBUILD% >NUL 2>NUL
+if errorlevel 9009 (
+	echo.
+	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
+	echo.installed, then set the SPHINXBUILD environment variable to point
+	echo.to the full path of the 'sphinx-build' executable. Alternatively you
+	echo.may add the Sphinx directory to PATH.
+	echo.
+	echo.If you don't have Sphinx installed, grab it from
+	echo.http://sphinx-doc.org/
+	exit /b 1
+)
+
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS%
+
+:end
+popd

docs/The-Definitive-Guide/README.md → docs/source/FrontCover.md

@@ -4,8 +4,24 @@
 
 
 
-### The CSharp binding for Google's TensorFlow - An Open Source Machine Learning Framework for Everyone
-### 谷歌TensorFlow的C#封装库，开源机器学习框架。
+
+
+
+
+
+![column-major order](_static/cover.jpg)
+
+
+
+
+
+### The CSharp binding for Google's TensorFlow
+
+#### An Open Source Machine Learning Framework for Everyone
+
+### 谷歌TensorFlow的C#封装库
+
+#### 开源机器学习框架。
 
 
 

docs/source/HelloWorld.md

@@ -0,0 +1,14 @@
+# Get started with TensorFlow.NET
+
+让我们先运行一个经典的HelloWorld程序，看看TensorFlow是在.NET上面运行的效果，我想不出有比做个HelloWorld再简单的方式了。
+
+Let's run a classic HelloWorld program first and see if TensorFlow is running on .NET. I can't think of a simpler way to be a HelloWorld.
+
+### Install the TensorFlow.NET SDK
+
+To start building TensorFlow program you just need to download and install the .NET SDK (Software Development Kit).
+
+```cmd
+PM> Install-Package TensorFlow.NET
+```
+

docs/The-Definitive-Guide/Table of Contents.md → docs/source/Table of Contents.md

@@ -10,7 +10,9 @@
 
 ​     Installing Tensorflow.NET                                                                                                                   
 ​     Running Tensorflow.NET
-​     Talking to Tensorflow.NET                                                                                                                  
+​     Talking to Tensorflow.NET
+
+##### 2. Hello World
 
 ## Part II. Tensorflow.NET in Depth
 

docs/The-Definitive-Guide/CH_1 Tensor.md → docs/source/Tensor.md

@@ -36,6 +36,6 @@ var nd = np.array(1f, 2f, 3f, 4f, 5f, 6f).reshape(2, 3);
 
 
 
-![column-major order](assets/column-major-order.png)
+![column-major order](_static/column-major-order.png)
 
-![row-major order](assets/row-major-order.png)
+![row-major order](_static/row-major-order.png)

docs/source/conf.py

@@ -0,0 +1,179 @@
+# -*- coding: utf-8 -*-
+#
+# Configuration file for the Sphinx documentation builder.
+#
+# This file does only contain a selection of the most common options. For a
+# full list see the documentation:
+# http://www.sphinx-doc.org/en/master/config
+
+# -- Path setup --------------------------------------------------------------
+
+# If extensions (or modules to document with autodoc) are in another directory,
+# add these directories to sys.path here. If the directory is relative to the
+# documentation root, use os.path.abspath to make it absolute, like shown here.
+#
+# import os
+# import sys
+# sys.path.insert(0, os.path.abspath('.'))
+
+
+# -- Project information -----------------------------------------------------
+
+project = 'TensorFlow.NET'
+copyright = '2019, Haiping Chen'
+author = 'Haiping Chen'
+
+# The short X.Y version
+version = '0.0.1'
+# The full version, including alpha/beta/rc tags
+release = '0.0.1'
+
+
+# -- General configuration ---------------------------------------------------
+
+# If your documentation needs a minimal Sphinx version, state it here.
+#
+# needs_sphinx = '1.0'
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
+# ones.
+extensions = [
+    'sphinx.ext.mathjax',
+]
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ['_templates']
+
+# The suffix(es) of source filenames.
+# You can specify multiple suffix as a list of string:
+#
+# source_suffix = ['.rst', '.md']
+from recommonmark.parser import CommonMarkParser
+source_parsers = {'.md': CommonMarkParser}
+source_suffix = ['.rst', '.md']
+
+# The master toctree document.
+master_doc = 'index'
+
+# The language for content autogenerated by Sphinx. Refer to documentation
+# for a list of supported languages.
+#
+# This is also used if you do content translation via gettext catalogs.
+# Usually you set "language" from the command line for these cases.
+language = None
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+# This pattern also affects html_static_path and html_extra_path.
+exclude_patterns = []
+
+# The name of the Pygments (syntax highlighting) style to use.
+pygments_style = 'sphinx'
+
+
+# -- Options for HTML output -------------------------------------------------
+
+# The theme to use for HTML and HTML Help pages.  See the documentation for
+# a list of builtin themes.
+#
+html_theme = 'sphinx_rtd_theme'
+
+# Theme options are theme-specific and customize the look and feel of a theme
+# further.  For a list of options available for each theme, see the
+# documentation.
+#
+# html_theme_options = {}
+
+# Add any paths that contain custom static files (such as style sheets) here,
+# relative to this directory. They are copied after the builtin static files,
+# so a file named "default.css" will overwrite the builtin "default.css".
+html_static_path = ['_static']
+
+# Custom sidebar templates, must be a dictionary that maps document names
+# to template names.
+#
+# The default sidebars (for documents that don't match any pattern) are
+# defined by theme itself.  Builtin themes are using these templates by
+# default: ``['localtoc.html', 'relations.html', 'sourcelink.html',
+# 'searchbox.html']``.
+#
+# html_sidebars = {}
+
+
+# -- Options for HTMLHelp output ---------------------------------------------
+
+# Output file base name for HTML help builder.
+htmlhelp_basename = 'TensorFlowNETdoc'
+
+
+# -- Options for LaTeX output ------------------------------------------------
+
+latex_elements = {
+    # The paper size ('letterpaper' or 'a4paper').
+    #
+    # 'papersize': 'letterpaper',
+
+    # The font size ('10pt', '11pt' or '12pt').
+    #
+    # 'pointsize': '10pt',
+
+    # Additional stuff for the LaTeX preamble.
+    #
+    # 'preamble': '',
+
+    # Latex figure (float) alignment
+    #
+    # 'figure_align': 'htbp',
+}
+
+# Grouping the document tree into LaTeX files. List of tuples
+# (source start file, target name, title,
+#  author, documentclass [howto, manual, or own class]).
+latex_documents = [
+    (master_doc, 'TensorFlowNET.tex', 'TensorFlow.NET Documentation',
+     'Haiping Chen', 'manual'),
+]
+
+
+# -- Options for manual page output ------------------------------------------
+
+# One entry per manual page. List of tuples
+# (source start file, name, description, authors, manual section).
+man_pages = [
+    (master_doc, 'tensorflownet', 'TensorFlow.NET Documentation',
+     [author], 1)
+]
+
+
+# -- Options for Texinfo output ----------------------------------------------
+
+# Grouping the document tree into Texinfo files. List of tuples
+# (source start file, target name, title, author,
+#  dir menu entry, description, category)
+texinfo_documents = [
+    (master_doc, 'TensorFlowNET', 'TensorFlow.NET Documentation',
+     author, 'TensorFlowNET', 'One line description of project.',
+     'Miscellaneous'),
+]
+
+
+# -- Options for Epub output -------------------------------------------------
+
+# Bibliographic Dublin Core info.
+epub_title = project
+
+# The unique identifier of the text. This can be a ISBN number
+# or the project homepage.
+#
+# epub_identifier = ''
+
+# A unique identification for the text.
+#
+# epub_uid = ''
+
+# A list of files that should not be packed into the epub file.
+epub_exclude_files = ['search.html']
+
+
+# -- Extension configuration -------------------------------------------------

docs/source/index.rst

@@ -0,0 +1,28 @@
+.. TensorFlow.NET documentation master file, created by
+   sphinx-quickstart on Sat Jan  5 09:26:55 2019.
+   You can adapt this file completely to your liking, but it should at least
+   contain the root `toctree` directive.
+
+Welcome to TensorFlow.NET's documentation!
+==========================================
+
+.. toctree::
+   :maxdepth: 2
+   :caption: Contents:
+
+
+
+Indices and tables
+==================
+
+* :ref:`Front Cover <front-cover>`
+* :ref:`modindex`
+* :ref:`search`
+
+.. _front-cover:
+
+.. toctree::
+   :maxdepth: 3
+   :caption: Get Started with TensorFlow.NET:
+
+   FrontCover